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Robust estimation of high-dimensional covariance and precision matrices

Biometrika, 2018-06, Vol.105 (2), p.271-284

2018

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Long-term sublingual immunotherapy for peanut allergy in children: Clinical and immunologic evidence of desensitization

Journal of allergy and clinical immunology, 2019-11, Vol.144 (5), p.1320-1326.e1

2019

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Wearable Devices, Health Care Use, and Psychological Well‐Being in Patients With Atrial Fibrillation

Journal of the American Heart Association, 2024-08, Vol.13 (15), p.e033750

2024

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Integrative Factor Regression and Its Inference for Multimodal Data Analysis

Journal of the American Statistical Association, 2022-10, Vol.117 (540), p.2207-2221

2022

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Estimation of high dimensional mean regression in the absence of symmetry and light tail assumptions

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2017-01, Vol.79 (1), p.247-265

2017

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Integration of clinical parameters, genotype and epistaxis severity score to guide treatment for hereditary hemorrhagic telangiectasia associated bleeding

Orphanet journal of rare diseases, 2020-07, Vol.15 (1), p.1-185, Article 185

2020

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Arrhythmia Risk During the 2016 US Presidential Election: The Cost of Stressful Politics

Journal of the American Heart Association, 2021-06, Vol.10 (11), p.e020559-e020559

2021

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Quality of Recovery After Rotator Cuff Repair With Interscalene Liposomal Bupivacaine Versus Interscalene Nerve Catheter

Orthopaedic journal of sports medicine, 2022-11, Vol.10 (11), p.232596712211348-23259671221134819

2022

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Predictors of Post-induction Hypotension for Patients With Pulmonary Hypertension

Curēus (Palo Alto, CA), 2022-11

2022

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Inferring Regulatory Networks From Mixed Observational Data Using Directed Acyclic Graphs

Frontiers in genetics, 2020-02, Vol.11, p.8-8

2020

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Use of mechanical circulatory support and survival for heart and heart-kidney transplant recipients in the new allocation system

JHLT Open, 2024-05, Vol.4, p.100071, Article 100071

2024

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Lung Ultrasound, Bioimpedance Spectroscopy, and Physical Examination for Volume Assessment in Hospitalized Hemodialysis Patients: A Diagnostic Test Study

Kidney medicine, 2024-02, Vol.6 (2), p.100764-100764, Article 100764

2024

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Spatiotemporal Heterogeneity across Metastases and Organ-Specific Response Informs Drug Efficacy and Patient Survival in Colorectal Cancer

Cancer research (Chicago, Ill.), 2021-05, Vol.81 (9), p.2522-2533

2021

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Multi-response Regression for Block-missing Multi-modal Data without Imputation

Statistica Sinica, 2024-04

2024

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Optimal Sparse Linear Prediction for Block-missing Multi-modality Data Without Imputation

Journal of the American Statistical Association, 2020-07, Vol.115 (531), p.1406-1419

2020

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Correlates of changes in walking during the retirement transition: The Multi-Ethnic Study of Atherosclerosis

Preventive medicine reports, 2018-09, Vol.11, p.221-230

2018

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Ultrafiltration-profiled hemodialysis to reduce dialysis-related cardiovascular stress: Study protocol for a randomized controlled trial

Contemporary clinical trials communications, 2019-09, Vol.15, p.100415-100415, Article 100415

2019

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Modeling Tumor Evolutionary Dynamics to Predict Clinical Outcomes for Patients with Metastatic Colorectal Cancer: A Retrospective Analysis

Cancer research (Chicago, Ill.), 2020-02, Vol.80 (3), p.591-601

2020

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Joint and Individual Component Regression

Journal of computational and graphical statistics, 2024-07, Vol.33 (3), p.763-773

2024

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Testing generalized linear models with high-dimensional nuisance parameters

Biometrika, 2023-03, Vol.110 (1), p.83-99

2023

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Classification of Disease Recurrence using Transition Likelihoods with EM algorithm

Statistics in medicine, 2022-07, Vol.41 (23), p.4697-4715

2022

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Embracing the Blessing of Dimensionality in Factor Models

Journal of the American Statistical Association, 2018-01, Vol.113 (521), p.380-389

2018

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REGULARIZING LASSO: A CONSISTENT VARIABLE SELECTION METHOD

Statistica Sinica, 2015-07, Vol.25 (3), p.975-992

2015

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Adaptive supervised learning on data streams in reproducing kernel Hilbert spaces with data sparsity constraint

Stat (International Statistical Institute), 2023-12, Vol.12 (1), p.n/a

2023

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HIGH-DIMENSIONAL FACTOR REGRESSION FOR HETEROGENEOUS SUBPOPULATIONS

Statistica Sinica, 2023-01, Vol.33 (1), p.27-53

2023

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Robust estimation of high-dimensional covariance and precision matrices

Long-term sublingual immunotherapy for peanut allergy in children: Clinical and immunologic evidence of desensitization

Wearable Devices, Health Care Use, and Psychological Well‐Being in Patients With Atrial Fibrillation

Integrative Factor Regression and Its Inference for Multimodal Data Analysis

Estimation of high dimensional mean regression in the absence of symmetry and light tail assumptions

Integration of clinical parameters, genotype and epistaxis severity score to guide treatment for hereditary hemorrhagic telangiectasia associated bleeding

Arrhythmia Risk During the 2016 US Presidential Election: The Cost of Stressful Politics

Quality of Recovery After Rotator Cuff Repair With Interscalene Liposomal Bupivacaine Versus Interscalene Nerve Catheter

Predictors of Post-induction Hypotension for Patients With Pulmonary Hypertension

Inferring Regulatory Networks From Mixed Observational Data Using Directed Acyclic Graphs

Use of mechanical circulatory support and survival for heart and heart-kidney transplant recipients in the new allocation system

Lung Ultrasound, Bioimpedance Spectroscopy, and Physical Examination for Volume Assessment in Hospitalized Hemodialysis Patients: A Diagnostic Test Study

Spatiotemporal Heterogeneity across Metastases and Organ-Specific Response Informs Drug Efficacy and Patient Survival in Colorectal Cancer

Multi-response Regression for Block-missing Multi-modal Data without Imputation

Optimal Sparse Linear Prediction for Block-missing Multi-modality Data Without Imputation

Correlates of changes in walking during the retirement transition: The Multi-Ethnic Study of Atherosclerosis

Ultrafiltration-profiled hemodialysis to reduce dialysis-related cardiovascular stress: Study protocol for a randomized controlled trial

Modeling Tumor Evolutionary Dynamics to Predict Clinical Outcomes for Patients with Metastatic Colorectal Cancer: A Retrospective Analysis

Joint and Individual Component Regression

Testing generalized linear models with high-dimensional nuisance parameters

Classification of Disease Recurrence using Transition Likelihoods with EM algorithm

Embracing the Blessing of Dimensionality in Factor Models

REGULARIZING LASSO: A CONSISTENT VARIABLE SELECTION METHOD

Adaptive supervised learning on data streams in reproducing kernel Hilbert spaces with data sparsity constraint

HIGH-DIMENSIONAL FACTOR REGRESSION FOR HETEROGENEOUS SUBPOPULATIONS

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